{"title":"健康的社会决定因素与绝经年龄的关联:NHANES 1999-2018观察性研究","authors":"Yu Guan, Qian Liu, Zhimin Deng, Sirui Liu, Jia Liang, Yujie Zou, Tailang Yin, Dongdong Tang, Jue Liu, Yan Zhang","doi":"10.1093/hropen/hoaf050","DOIUrl":null,"url":null,"abstract":"<p><strong>Study question: </strong>Do social determinants of health (SDoH) influence the age at menopause among women?</p><p><strong>Summary answer: </strong>In our study, adverse SDoH, particularly family low income-to-poverty ratio (PIR), low education level, and the marital status of being widowed, are associated with earlier age at menopause.</p><p><strong>What is known already: </strong>Some prior studies have considered certain SDoH variables (such as educational attainment and marital status) as potential factors influencing age at menopause, but systematic evidence clearly defining the relationship between multidimensional SDoH and menopausal age remains lacking.</p><p><strong>Study design size duration: </strong>This cross-sectional analysis included 6083 naturally menopausal women from 10 cycles (1999-2018) of the United States National Health and Nutrition Examination Survey (NHANES) and excluded cases of surgical menopause.</p><p><strong>Participants/materials setting methods: </strong>The participants were derived from a nationally representative sample of the NHANES 1999-2018 in the USA. Eight SDoH variables were assessed: employment, PIR, food security, education, healthcare access, health insurance, housing stability, and marital status. Age at menopause was determined by self-reported last menstrual period among women with natural menopause. This study constructed weighted multivariate linear regression models and weighted quantile sum (WQS) analyses and calculated regression coefficients (β) and their 95% CIs. Subgroup analyses and sensitivity analyses were used to verify the robustness of our findings.</p><p><strong>Main results and the role of chance: </strong>After adjusting for relevant confounding factors, adverse PIR, education level, and marital status (such as being widowed) were significantly associated with earlier age at menopause. Specifically, compared to women with a PIR ≥500%, women with a PIR between 100% and 300% or PIR ≤100% had an earlier age at menopause by 0.877 years (95% CI: -1.526, -0.229, <i>P</i> = 0.008) and 1.296 years (95% CI: -2.105, -0.487, <i>P</i> = 0.002), respectively. Additionally, compared to women with an educational level of college or above, women with a high school education or less than a high school education had earlier age at menopause by 1.262 years (High school: 95% CI = -1.914, -0.609, <i>P</i> < 0.001) and 1.403 years (Less than high school: 95% CI = -2.062, -0.743, <i>P</i> < 0.001), respectively. Compared to women who were married or living with a partner, widowed women had earlier age at menopause by 1.363 years (95% CI = -1.887, -0.839, <i>P</i> < 0.001). Analysis using a WQS regression model based on decile categorization demonstrated that each 1-unit increase in the composite exposure index of adverse SDoH factors was associated with 3.302 years earlier age at menopause in women (95% CI = -4.129, -2.476, <i>P</i> < 0.001). The PIR contributed most substantially to the inverse association between SDoH and age at menopause.</p><p><strong>Limitations reasons for caution: </strong>The cross-sectional design limits causal inference. Unmeasured confounders (e.g. parity, previous hormone use, chemical exposures) and recall bias may persist despite sensitivity analyses.</p><p><strong>Wider implications of the findings: </strong>These findings substantiate the implementation of integrated multidimensional interventions targeting economic stability, housing security, employment support, and healthcare access, which would likely yield substantially greater benefits than single-dimensional policy adjustments. Moreover, material deprivation factors may exert profoundly stronger effects on reproductive aging than previously thought.</p><p><strong>Study funding/competing interests: </strong>This work was supported by the National Key Research and Development Program of China (2023YFC2705700), the Interdisciplinary Innovative Talents Foundation from Renmin Hospital of Wuhan University (JCRCYG-2022-009), and the National Natural Science Foundation of China (72474005). All authors declare no competing interests.</p><p><strong>Trial registration number: </strong>N/A.</p>","PeriodicalId":73264,"journal":{"name":"Human reproduction open","volume":"2025 3","pages":"hoaf050"},"PeriodicalIF":11.1000,"publicationDate":"2025-08-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12417080/pdf/","citationCount":"0","resultStr":"{\"title\":\"Association of social determinants of health and age at menopause: NHANES 1999-2018 observational study.\",\"authors\":\"Yu Guan, Qian Liu, Zhimin Deng, Sirui Liu, Jia Liang, Yujie Zou, Tailang Yin, Dongdong Tang, Jue Liu, Yan Zhang\",\"doi\":\"10.1093/hropen/hoaf050\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Study question: </strong>Do social determinants of health (SDoH) influence the age at menopause among women?</p><p><strong>Summary answer: </strong>In our study, adverse SDoH, particularly family low income-to-poverty ratio (PIR), low education level, and the marital status of being widowed, are associated with earlier age at menopause.</p><p><strong>What is known already: </strong>Some prior studies have considered certain SDoH variables (such as educational attainment and marital status) as potential factors influencing age at menopause, but systematic evidence clearly defining the relationship between multidimensional SDoH and menopausal age remains lacking.</p><p><strong>Study design size duration: </strong>This cross-sectional analysis included 6083 naturally menopausal women from 10 cycles (1999-2018) of the United States National Health and Nutrition Examination Survey (NHANES) and excluded cases of surgical menopause.</p><p><strong>Participants/materials setting methods: </strong>The participants were derived from a nationally representative sample of the NHANES 1999-2018 in the USA. Eight SDoH variables were assessed: employment, PIR, food security, education, healthcare access, health insurance, housing stability, and marital status. Age at menopause was determined by self-reported last menstrual period among women with natural menopause. This study constructed weighted multivariate linear regression models and weighted quantile sum (WQS) analyses and calculated regression coefficients (β) and their 95% CIs. Subgroup analyses and sensitivity analyses were used to verify the robustness of our findings.</p><p><strong>Main results and the role of chance: </strong>After adjusting for relevant confounding factors, adverse PIR, education level, and marital status (such as being widowed) were significantly associated with earlier age at menopause. Specifically, compared to women with a PIR ≥500%, women with a PIR between 100% and 300% or PIR ≤100% had an earlier age at menopause by 0.877 years (95% CI: -1.526, -0.229, <i>P</i> = 0.008) and 1.296 years (95% CI: -2.105, -0.487, <i>P</i> = 0.002), respectively. Additionally, compared to women with an educational level of college or above, women with a high school education or less than a high school education had earlier age at menopause by 1.262 years (High school: 95% CI = -1.914, -0.609, <i>P</i> < 0.001) and 1.403 years (Less than high school: 95% CI = -2.062, -0.743, <i>P</i> < 0.001), respectively. Compared to women who were married or living with a partner, widowed women had earlier age at menopause by 1.363 years (95% CI = -1.887, -0.839, <i>P</i> < 0.001). Analysis using a WQS regression model based on decile categorization demonstrated that each 1-unit increase in the composite exposure index of adverse SDoH factors was associated with 3.302 years earlier age at menopause in women (95% CI = -4.129, -2.476, <i>P</i> < 0.001). The PIR contributed most substantially to the inverse association between SDoH and age at menopause.</p><p><strong>Limitations reasons for caution: </strong>The cross-sectional design limits causal inference. Unmeasured confounders (e.g. parity, previous hormone use, chemical exposures) and recall bias may persist despite sensitivity analyses.</p><p><strong>Wider implications of the findings: </strong>These findings substantiate the implementation of integrated multidimensional interventions targeting economic stability, housing security, employment support, and healthcare access, which would likely yield substantially greater benefits than single-dimensional policy adjustments. Moreover, material deprivation factors may exert profoundly stronger effects on reproductive aging than previously thought.</p><p><strong>Study funding/competing interests: </strong>This work was supported by the National Key Research and Development Program of China (2023YFC2705700), the Interdisciplinary Innovative Talents Foundation from Renmin Hospital of Wuhan University (JCRCYG-2022-009), and the National Natural Science Foundation of China (72474005). All authors declare no competing interests.</p><p><strong>Trial registration number: </strong>N/A.</p>\",\"PeriodicalId\":73264,\"journal\":{\"name\":\"Human reproduction open\",\"volume\":\"2025 3\",\"pages\":\"hoaf050\"},\"PeriodicalIF\":11.1000,\"publicationDate\":\"2025-08-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12417080/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Human reproduction open\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1093/hropen/hoaf050\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/1/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"Q1\",\"JCRName\":\"OBSTETRICS & GYNECOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Human reproduction open","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1093/hropen/hoaf050","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/1 0:00:00","PubModel":"eCollection","JCR":"Q1","JCRName":"OBSTETRICS & GYNECOLOGY","Score":null,"Total":0}
引用次数: 0
摘要
研究问题:健康的社会决定因素(SDoH)是否影响女性绝经年龄?摘要回答:在我们的研究中,不良的性激素水平,特别是家庭低收入与贫困比(PIR)、低教育水平和丧偶的婚姻状况与绝经年龄提前有关。已知情况:一些先前的研究认为某些SDoH变量(如受教育程度和婚姻状况)是影响绝经年龄的潜在因素,但仍然缺乏明确定义多维SDoH与绝经年龄之间关系的系统证据。研究设计规模持续时间:该横断面分析包括来自美国国家健康与营养调查(NHANES) 10个周期(1999-2018)的6083名自然绝经妇女,并排除手术绝经病例。参与者/材料设置方法:参与者来自美国NHANES 1999-2018的全国代表性样本。评估了8个SDoH变量:就业、PIR、食品安全、教育、医疗保健获取、健康保险、住房稳定性和婚姻状况。绝经年龄由自然绝经妇女自我报告的最后一次月经确定。本研究构建多元加权线性回归模型和加权分位数和(WQS)分析,计算回归系数(β)及其95% ci。采用亚组分析和敏感性分析来验证我们研究结果的稳健性。主要结果及偶然性的作用:在调整相关混杂因素后,不良PIR、受教育程度、婚姻状况(如丧偶)与绝经年龄提前显著相关。具体而言,与PIR≥500%的女性相比,PIR在100%至300%之间或PIR≤100%的女性绝经年龄分别提前0.877年(95% CI: -1.526, -0.229, P = 0.008)和1.296年(95% CI: -2.105, -0.487, P = 0.002)。此外,与大学及以上学历的女性相比,高中学历或高中以下学历的女性绝经年龄提前1.262年(高中学历:95% CI = -1.914, -0.609, P P P P P)。谨慎的局限性原因:横断面设计限制了因果推理。尽管进行了敏感性分析,但未测量的混杂因素(如胎次、以前使用的激素、化学物质暴露)和回忆偏差可能仍然存在。研究结果的更广泛含义:这些发现证实了针对经济稳定、住房安全、就业支持和医疗保健获取的综合多维干预措施的实施,这可能比单一维度的政策调整产生更大的效益。此外,物质剥夺因素对生殖衰老的影响可能比之前认为的要大得多。研究经费/利益竞争:国家重点研发计划项目(2023YFC2705700)、武汉大学人民医院跨学科创新人才基金项目(JCRCYG-2022-009)、国家自然科学基金项目(72474005)资助。所有作者声明没有利益竞争。试验注册号:无。
Association of social determinants of health and age at menopause: NHANES 1999-2018 observational study.
Study question: Do social determinants of health (SDoH) influence the age at menopause among women?
Summary answer: In our study, adverse SDoH, particularly family low income-to-poverty ratio (PIR), low education level, and the marital status of being widowed, are associated with earlier age at menopause.
What is known already: Some prior studies have considered certain SDoH variables (such as educational attainment and marital status) as potential factors influencing age at menopause, but systematic evidence clearly defining the relationship between multidimensional SDoH and menopausal age remains lacking.
Study design size duration: This cross-sectional analysis included 6083 naturally menopausal women from 10 cycles (1999-2018) of the United States National Health and Nutrition Examination Survey (NHANES) and excluded cases of surgical menopause.
Participants/materials setting methods: The participants were derived from a nationally representative sample of the NHANES 1999-2018 in the USA. Eight SDoH variables were assessed: employment, PIR, food security, education, healthcare access, health insurance, housing stability, and marital status. Age at menopause was determined by self-reported last menstrual period among women with natural menopause. This study constructed weighted multivariate linear regression models and weighted quantile sum (WQS) analyses and calculated regression coefficients (β) and their 95% CIs. Subgroup analyses and sensitivity analyses were used to verify the robustness of our findings.
Main results and the role of chance: After adjusting for relevant confounding factors, adverse PIR, education level, and marital status (such as being widowed) were significantly associated with earlier age at menopause. Specifically, compared to women with a PIR ≥500%, women with a PIR between 100% and 300% or PIR ≤100% had an earlier age at menopause by 0.877 years (95% CI: -1.526, -0.229, P = 0.008) and 1.296 years (95% CI: -2.105, -0.487, P = 0.002), respectively. Additionally, compared to women with an educational level of college or above, women with a high school education or less than a high school education had earlier age at menopause by 1.262 years (High school: 95% CI = -1.914, -0.609, P < 0.001) and 1.403 years (Less than high school: 95% CI = -2.062, -0.743, P < 0.001), respectively. Compared to women who were married or living with a partner, widowed women had earlier age at menopause by 1.363 years (95% CI = -1.887, -0.839, P < 0.001). Analysis using a WQS regression model based on decile categorization demonstrated that each 1-unit increase in the composite exposure index of adverse SDoH factors was associated with 3.302 years earlier age at menopause in women (95% CI = -4.129, -2.476, P < 0.001). The PIR contributed most substantially to the inverse association between SDoH and age at menopause.
Limitations reasons for caution: The cross-sectional design limits causal inference. Unmeasured confounders (e.g. parity, previous hormone use, chemical exposures) and recall bias may persist despite sensitivity analyses.
Wider implications of the findings: These findings substantiate the implementation of integrated multidimensional interventions targeting economic stability, housing security, employment support, and healthcare access, which would likely yield substantially greater benefits than single-dimensional policy adjustments. Moreover, material deprivation factors may exert profoundly stronger effects on reproductive aging than previously thought.
Study funding/competing interests: This work was supported by the National Key Research and Development Program of China (2023YFC2705700), the Interdisciplinary Innovative Talents Foundation from Renmin Hospital of Wuhan University (JCRCYG-2022-009), and the National Natural Science Foundation of China (72474005). All authors declare no competing interests.